五个 AI 引擎在一个团队中：为何模型多样性胜过模型规模

In the current trend of pursuing the largest models, a counterintuitive insight emerges: a team of specialized smaller models outperforms a single large model for complex, multi-step tasks. Different AI models have unique strengths; for instance, Claude excels in careful reasoning and architectural decisions, Codex/GPT is strong in fast code generation and implementation, Qwen is effective in cost-effective analysis for structured data tasks, and Gemini demonstrates robust multimodal understanding and research capabilities. By leveraging the strengths of these diverse models, more effective solutions to complex problems can be achieved.